BIDS Dataset Citation Analysis

Comprehensive analysis of citation patterns, research themes, and network relationships across 302 BIDS datasets with confidence-filtered citations.


302

Datasets Analyzed

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1004

High-Confidence Citations*

*Confidence ≥0.4 • Click for details

80

Research Bridge Papers

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≥0.4

Confidence Threshold

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BIDS Dataset Citation Analysis Overview

Network Analysis

Dataset Network (UMAP)
Datasets positioned using UMAP coordinates, colored by research clusters. Hover to see details.
Citation Network
High-confidence citations clustered by similarity. Hover to see citation details.
Research Bridge Analysis

Research Theme Analysis

Word clouds showing key terms for each research theme cluster identified through UMAP analysis. Larger terms indicate higher frequency and importance within the theme.

Research Theme 0 - Core EEG
Primary neuroscience datasets
Theme 0 Word Cloud
Research Theme 1 - Audio & Stimulation
Auditory processing studies
Theme 1 Word Cloud
Research Theme 2 - Task Performance
Cognitive and behavioral tasks
Theme 2 Word Cloud
Research Theme 3 - BIDS Data
Dataset infrastructure studies
Theme 3 Word Cloud

Data Export & External Tools

Network Analysis Tools

Export network data for advanced analysis in specialized tools:

Data Tables

Download analysis results as CSV files:

Export Information
Gephi (GEXF)

Best for: Large network visualization, layout algorithms, community detection

Cytoscape (CX)

Best for: Biological networks, pathway analysis, advanced styling

GraphML

Best for: Universal format, programmatic analysis, custom tools